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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,196 ratings

About the Course

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

Top reviews

AM

Jul 1, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

AA

Mar 4, 2018

Dr. Ng and team did a great job! Dr. Ng delivered even the most complicated concepts in the most lucid way possible. Assignments created by the team are awesome and very good to work on! 5/5 course!

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1876 - 1900 of 3,834 Reviews for Sequence Models

By VISHESH S

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May 2, 2020

Amazing experience and an amazing teacher.

By Kevin C

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Apr 17, 2020

Loved it! Word embeddings are fascinating

By Jamie N

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Jan 13, 2020

It was a great course and I learned a lot!

By Bayartsogt Y

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Mar 10, 2019

That was such as fun! Thank you so much!!!

By Mario M

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Oct 19, 2018

Please add clickable links for the papers!

By Tony Z

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Jul 19, 2018

Excellent course on deep learning and RNNs

By Estapraq M K

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Jun 21, 2018

This course is great! I love love love it!

By Lorea

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Apr 16, 2018

Excellent course!! first class education !

By artprog

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Mar 26, 2018

interesting and intuitive!!! very great!!!

By Leyuan Y

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Feb 14, 2018

Great work! Really enjoy the whole course!

By Deleted A

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Feb 9, 2018

Exceptional training! Thank you very much.

By Bharath D

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Aug 21, 2021

Course was kind of tough but was worth it

By Héctor L

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May 11, 2021

Amazing as always, I will miss you Andrew

By Akshat T

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Jun 27, 2020

One of the best courses ever. Ineffable!!

By Deleted A

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Apr 12, 2020

Thoroughly enjoyed the course! Thank you.

By Jie-Yu L

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Oct 2, 2019

Great course to learn NLP in a basic way.

By Яков Ф

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May 1, 2019

very good course. espesially speech tasks

By Sorratat S

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Apr 15, 2019

Amazing course zero to hero, I can say !!

By Arthur C

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Apr 10, 2019

Great explainer to many basic RNN models.

By Fernaldy A F

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Feb 24, 2019

Great course.. Thank you for providing it

By Juan P V H

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Jul 21, 2018

Excellent Course.!! Thank you for all.!!

By Michael D

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Jul 13, 2018

Super-nice! Thank you Professor Andrew Ng

By Mikit K

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Feb 2, 2018

Simple explanation with amazing examples.

By Fred O

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Nov 27, 2025

Wonderful course! Andrew Ng is a master!

By johnny

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Aug 10, 2023

excellent but difficult in the last week